Difference between revisions of "Yang Zhang (Work Log)"
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| − | + | ===Fall 2017=== | |
| + | <onlyinclude> | ||
| + | [[Yang Zhang]] [[Work Logs]] [[Yang Zhang (Work Log)|(log page)]] | ||
| + | 2017-09-28: the LSTM model achieves 67% testing accuracy | ||
| + | |||
| + | 2017-09-26: modify the previous model and train on the "longdescriptionindu.txt" | ||
| + | |||
| + | 2017-09-22: the two models both can achieve 90+% training accuracy and ~60% testing accuracy. Notice that the task is hard even for humans and thus 60% is acceptable, plus the baseline is under 10% for random guessing | ||
| + | |||
| + | 2017-09-21: start to build two different kinds of deep neural networks (Convolutional and LSTM) to classify the companies' industry, specifically for the file "Descriptions.txt" | ||
| + | |||
| + | 2017-09-19: accounts setup and get familiar with the rules | ||
| + | |||
| + | </onlyinclude> | ||
[[Category:Work Log]] | [[Category:Work Log]] | ||
Latest revision as of 11:03, 9 November 2017
Fall 2017
Yang Zhang Work Logs (log page)
2017-09-28: the LSTM model achieves 67% testing accuracy
2017-09-26: modify the previous model and train on the "longdescriptionindu.txt"
2017-09-22: the two models both can achieve 90+% training accuracy and ~60% testing accuracy. Notice that the task is hard even for humans and thus 60% is acceptable, plus the baseline is under 10% for random guessing
2017-09-21: start to build two different kinds of deep neural networks (Convolutional and LSTM) to classify the companies' industry, specifically for the file "Descriptions.txt"
2017-09-19: accounts setup and get familiar with the rules
